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Timeline - Execution started 01/11/2023 23:18 UTC
By Guilherme Ruiz
By Guilherme Ruiz
Table of Contents¶
Data preparation¶
Load data¶
/tmp/ipykernel_3196/1772418840.py:7: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead. .applymap(pd.to_datetime, dayfirst=True) /tmp/ipykernel_3196/1772418840.py:12: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead. .applymap(pd.to_datetime, dayfirst=True)
Cards file loaded Speed duel cards file loaded Sets file loaded
Format data¶
Merge data¶
Data visualization¶
| Name | Password | Card type | Property | Archseries | Effect type | TCG status | OCG status | Page name | Card page URL | Artwork | Errata | Attribute | Primary type | Secondary type | Monster type | DEF | Pendulum Scale | Link | Link Arrows | ATK | Level/Rank | TCG Speed Duel status | Character | Set | Card number | Rarity | Quantity | Region | Set page URL | Release | Series | Set type | Cover card | Modification date | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | "A" Cell Breeding Device | 34541863 | Spell Card | Continuous Spell Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | "A" Cell Breeding Device | https://yugipedia.com/wiki/%22A%22_Cell_Breedi... | NaN | (Name,) | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | Force of the Breaker | FOTB-IT043 | (Common,) | <NA> | <NA> | IT | https://yugipedia.com/wiki/Set_Card_Lists:Forc... | 2007-05-16 | Core Booster | Booster pack | (Volcanic Doomfire,) | 2023-07-27 08:40:07 |
| 1 | "A" Cell Breeding Device | 34541863 | Spell Card | Continuous Spell Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | "A" Cell Breeding Device | https://yugipedia.com/wiki/%22A%22_Cell_Breedi... | NaN | (Name,) | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | Force of the Breaker | FOTB-DE043 | (Common,) | <NA> | <NA> | DE | https://yugipedia.com/wiki/Set_Card_Lists:Forc... | 2007-05-16 | Core Booster | Booster pack | (Volcanic Doomfire,) | 2023-07-27 08:40:07 |
| 2 | "A" Cell Breeding Device | 34541863 | Spell Card | Continuous Spell Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | "A" Cell Breeding Device | https://yugipedia.com/wiki/%22A%22_Cell_Breedi... | NaN | (Name,) | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | Force of the Breaker | FOTB-FR043 | (Common,) | <NA> | <NA> | FR | https://yugipedia.com/wiki/Set_Card_Lists:Forc... | 2007-05-05 | Core Booster | Booster pack | (Volcanic Doomfire,) | 2023-07-27 08:40:07 |
| 3 | "A" Cell Breeding Device | 34541863 | Spell Card | Continuous Spell Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | "A" Cell Breeding Device | https://yugipedia.com/wiki/%22A%22_Cell_Breedi... | NaN | (Name,) | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | Force of the Breaker | FOTB-EN043 | (Common,) | <NA> | <NA> | EN | https://yugipedia.com/wiki/Set_Card_Lists:Forc... | 2007-05-16 | Core Booster | Booster pack | (Volcanic Doomfire,) | 2023-07-27 08:40:07 |
| 4 | "A" Cell Breeding Device | 34541863 | Spell Card | Continuous Spell Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | "A" Cell Breeding Device | https://yugipedia.com/wiki/%22A%22_Cell_Breedi... | NaN | (Name,) | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | Force of the Breaker | FOTB-SP043 | (Common,) | <NA> | <NA> | SP | https://yugipedia.com/wiki/Set_Card_Lists:Forc... | 2007-05-05 | Core Booster | Booster pack | (Volcanic Doomfire,) | 2023-07-27 08:40:07 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 309750 | Welcome to the Jungle | <NA> | Skill Card | <NA> | NaN | NaN | Illegal | <NA> | Welcome to the Jungle | https://yugipedia.com/wiki/Welcome_to_the_Jungle | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | Legal | Tania | Speed Duel GX: Duelists of Shadows | SGX3-PTS04 | (Common,) | <NA> | <NA> | PT | https://yugipedia.com/wiki/Set_Card_Lists:Spee... | 2023-03-30 | <NA> | Collector's Set | (Hamon, Lord of Striking Thunder, Raviel, Lord... | 2023-04-06 18:50:39 |
| 309751 | Welcome to the Jungle | <NA> | Skill Card | <NA> | NaN | NaN | Illegal | <NA> | Welcome to the Jungle | https://yugipedia.com/wiki/Welcome_to_the_Jungle | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | Legal | Tania | Speed Duel GX: Duelists of Shadows | SGX3-ENS04 | (Common,) | <NA> | <NA> | EN | https://yugipedia.com/wiki/Set_Card_Lists:Spee... | 2023-03-30 | <NA> | Collector's Set | (Hamon, Lord of Striking Thunder, Raviel, Lord... | 2023-06-02 21:49:56 |
| 309752 | Welcome to the Jungle | <NA> | Skill Card | <NA> | NaN | NaN | Illegal | <NA> | Welcome to the Jungle | https://yugipedia.com/wiki/Welcome_to_the_Jungle | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | Legal | Tania | Speed Duel GX: Duelists of Shadows | SGX3-SPS04 | (Common,) | <NA> | <NA> | SP | https://yugipedia.com/wiki/Set_Card_Lists:Spee... | 2023-03-30 | <NA> | Collector's Set | (Hamon, Lord of Striking Thunder, Raviel, Lord... | 2023-04-06 18:50:39 |
| 309753 | Whale of a Tale | <NA> | Skill Card | <NA> | NaN | NaN | Illegal | <NA> | Whale of a Tale | https://yugipedia.com/wiki/Whale_of_a_Tale | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | Legal | Mako Tsunami | Speed Duel: Streets of Battle City | SBC1-DES03 | (Common,) | <NA> | <NA> | DE | https://yugipedia.com/wiki/Set_Card_Lists:Spee... | 2023-08-24 | <NA> | Collector's Set | (Dark Magician, Dark Magician (Arkana), Gearfr... | 2023-09-28 20:36:12 |
| 309754 | Whale of a Tale | <NA> | Skill Card | <NA> | NaN | NaN | Illegal | <NA> | Whale of a Tale | https://yugipedia.com/wiki/Whale_of_a_Tale | NaN | NaN | <NA> | <NA> | NaN | <NA> | <NA> | <NA> | <NA> | NaN | <NA> | <NA> | Legal | Mako Tsunami | Speed Duel: Streets of Battle City | SBC1-ENS03 | (Common,) | <NA> | <NA> | EN | https://yugipedia.com/wiki/Set_Card_Lists:Spee... | 2023-08-24 | <NA> | Collector's Set | (Dark Magician, Dark Magician (Arkana), Gearfr... | 2023-09-06 12:44:20 |
309755 rows × 36 columns
First releases¶
Obs: Only the first release of an individual card name
| First release | |
|---|---|
| Name | |
| "A" Cell Breeding Device | 2007-02-15 |
| "A" Cell Incubator | 2007-07-21 |
| "A" Cell Recombination Device | 2016-07-09 |
| "A" Cell Scatter Burst | 2006-11-16 |
| "Infernoble Arms - Almace" | 2023-04-22 |
| ... | ... |
| Zubababancho Gagagacoat | 2019-11-09 |
| Zuijin of the Ice Barrier | 2020-11-21 |
| Zure, Knight of Dark World | 2005-08-11 |
| Zushin the Sleeping Giant | 2016-05-14 |
| Zuttomozaurus | 2023-07-27 |
12860 rows × 1 columns
By region¶
| First release | ||
|---|---|---|
| Region | Name | |
| AE | 3-Hump Lacooda | 2004-10-14 |
| 4-Starred Ladybug of Doom | 2003-04-24 | |
| 7 | 2004-10-14 | |
| 7 Colored Fish | 2002-10-24 | |
| 7 Completed | 2003-04-24 | |
| ... | ... | ... |
| SP | Zubababancho Gagagacoat | 2020-01-16 |
| Zuijin of the Ice Barrier | 2021-02-18 | |
| Zure, Knight of Dark World | 2005-11-05 | |
| Zushin the Sleeping Giant | 2016-08-18 | |
| Zuttomozaurus | 2023-07-27 |
104598 rows × 1 columns
Last releases¶
Obs: Only the last release of an individual card name
| Last release | |
|---|---|
| Name | |
| "A" Cell Breeding Device | 2014-03-26 |
| "A" Cell Incubator | 2012-05-12 |
| "A" Cell Recombination Device | 2016-11-04 |
| "A" Cell Scatter Burst | 2014-03-26 |
| "Infernoble Arms - Almace" | 2023-08-19 |
| ... | ... |
| Zubababancho Gagagacoat | 2023-02-04 |
| Zuijin of the Ice Barrier | 2021-12-18 |
| Zure, Knight of Dark World | 2023-03-30 |
| Zushin the Sleeping Giant | 2020-09-10 |
| Zuttomozaurus | 2023-07-27 |
12860 rows × 1 columns
By region¶
| Last release | ||
|---|---|---|
| Region | Name | |
| AE | 3-Hump Lacooda | 2004-10-14 |
| 4-Starred Ladybug of Doom | 2003-04-24 | |
| 7 | 2004-10-14 | |
| 7 Colored Fish | 2002-10-24 | |
| 7 Completed | 2003-04-24 | |
| ... | ... | ... |
| SP | Zubababancho Gagagacoat | 2022-07-21 |
| Zuijin of the Ice Barrier | 2021-02-18 | |
| Zure, Knight of Dark World | 2023-03-30 | |
| Zushin the Sleeping Giant | 2020-09-10 | |
| Zuttomozaurus | 2023-07-27 |
104598 rows × 1 columns
All Releases¶
Obs: All releases includes reprints
By card type¶
| Release | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Card type | ||||||||||||||||||||||||||
| Counter | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 2 | 2 | 2 | 0 | 7 | 18 | 11 | 0 |
| Monster Card | 624 | 538 | 330 | 1297 | 2619 | 3234 | 2479 | 1919 | 2017 | 2016 | 2047 | 2340 | 2917 | 3708 | 3582 | 3871 | 2987 | 3270 | 3250 | 2873 | 3173 | 3234 | 3337 | 3909 | 4299 | 125 |
| Skill Card | 0 | 1 | 1 | 2 | 3 | 8 | 13 | 10 | 20 | 9 | 5 | 5 | 10 | 21 | 21 | 19 | 14 | 16 | 15 | 14 | 60 | 51 | 14 | 52 | 51 | 0 |
| Spell Card | 117 | 172 | 112 | 517 | 991 | 1372 | 1038 | 791 | 825 | 726 | 741 | 628 | 850 | 1056 | 928 | 1094 | 927 | 1046 | 996 | 1018 | 1128 | 1209 | 1168 | 1339 | 1484 | 24 |
| Trap Card | 36 | 82 | 80 | 240 | 518 | 946 | 794 | 616 | 679 | 606 | 622 | 582 | 713 | 822 | 755 | 908 | 695 | 845 | 749 | 624 | 644 | 697 | 594 | 714 | 896 | 28 |
By primary type¶
| Release | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary type | ||||||||||||||||||||||||||
| Effect Monster | 84 | 145 | 178 | 528 | 1133 | 1972 | 1972 | 1477 | 1649 | 1655 | 1739 | 1882 | 2277 | 2833 | 2583 | 2872 | 2055 | 2309 | 2277 | 1778 | 1997 | 2113 | 1993 | 2521 | 2616 | 80 |
| Fusion Monster | 49 | 36 | 31 | 78 | 167 | 147 | 126 | 154 | 193 | 112 | 33 | 67 | 167 | 116 | 60 | 128 | 198 | 239 | 245 | 160 | 159 | 212 | 162 | 332 | 326 | 8 |
| Link Monster | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 177 | 431 | 495 | 257 | 328 | 241 | 196 | 4 |
| Monster Token | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 6 | 5 | 9 | 5 | 7 | 6 | 21 | 18 | 14 | 24 | 17 | 21 | 15 | 23 | 30 | 36 | 36 | 1 |
| Normal Monster | 489 | 347 | 119 | 673 | 1291 | 1076 | 354 | 262 | 151 | 149 | 84 | 115 | 136 | 196 | 226 | 138 | 271 | 217 | 139 | 166 | 137 | 195 | 185 | 221 | 396 | 17 |
| Ritual Monster | 10 | 14 | 2 | 19 | 28 | 43 | 27 | 21 | 20 | 13 | 10 | 14 | 13 | 34 | 17 | 21 | 72 | 46 | 34 | 72 | 57 | 62 | 46 | 75 | 108 | 1 |
| Synchro Monster | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 85 | 173 | 259 | 218 | 180 | 112 | 255 | 186 | 176 | 141 | 142 | 159 | 164 | 220 | 252 | 319 | 6 |
| Xyz Monster | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | 348 | 563 | 440 | 199 | 260 | 220 | 105 | 156 | 214 | 380 | 250 | 311 | 8 |
By secondary type¶
| Release | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Secondary type | ||||||||||||||||||||||||||
| Flip monster | 19 | 34 | 25 | 102 | 182 | 272 | 148 | 102 | 56 | 84 | 55 | 66 | 86 | 119 | 63 | 94 | 58 | 37 | 91 | 39 | 59 | 75 | 43 | 36 | 61 | 11 |
| Gemini monster | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 70 | 23 | 37 | 1 | 7 | 33 | 27 | 14 | 15 | 43 | 10 | 2 | 21 | 6 | 4 | 3 | 8 | 0 |
| Spirit monster | 0 | 0 | 10 | 1 | 35 | 24 | 33 | 14 | 8 | 9 | 16 | 5 | 22 | 16 | 17 | 5 | 1 | 13 | 39 | 13 | 0 | 0 | 5 | 9 | 35 | 0 |
| Toon monster | 0 | 4 | 1 | 20 | 24 | 45 | 10 | 13 | 1 | 8 | 0 | 1 | 12 | 19 | 5 | 3 | 24 | 21 | 6 | 0 | 5 | 30 | 2 | 4 | 5 | 0 |
| Tuner monster | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 102 | 197 | 338 | 301 | 190 | 113 | 253 | 204 | 183 | 193 | 215 | 179 | 233 | 264 | 315 | 309 | 7 |
| Union monster | 0 | 0 | 0 | 10 | 14 | 25 | 61 | 26 | 21 | 11 | 5 | 23 | 9 | 19 | 3 | 9 | 0 | 34 | 7 | 18 | 10 | 26 | 5 | 10 | 1 | 0 |
By attribute¶
| Release | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Attribute | ||||||||||||||||||||||||||
| ? | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 4 | 2 | 0 |
| DARK | 175 | 155 | 90 | 400 | 760 | 909 | 669 | 432 | 468 | 571 | 563 | 644 | 774 | 887 | 904 | 1008 | 897 | 1197 | 1026 | 973 | 1110 | 1021 | 876 | 1277 | 1425 | 33 |
| DIVINE | 0 | 3 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 4 | 1 | 9 | 5 | 7 | 6 | 15 | 16 | 20 | 12 | 9 | 12 | 20 | 14 | 3 | 10 | 0 |
| EARTH | 232 | 190 | 111 | 408 | 880 | 937 | 698 | 548 | 504 | 507 | 542 | 650 | 702 | 874 | 751 | 1018 | 641 | 637 | 725 | 474 | 542 | 649 | 500 | 818 | 810 | 35 |
| FIRE | 24 | 24 | 22 | 74 | 158 | 238 | 199 | 165 | 189 | 142 | 164 | 145 | 244 | 319 | 419 | 260 | 240 | 220 | 173 | 202 | 322 | 253 | 235 | 294 | 565 | 9 |
| LIGHT | 61 | 49 | 39 | 163 | 314 | 485 | 474 | 399 | 431 | 461 | 382 | 488 | 594 | 883 | 844 | 976 | 676 | 772 | 766 | 785 | 663 | 632 | 908 | 707 | 829 | 32 |
| WATER | 82 | 68 | 29 | 134 | 261 | 338 | 227 | 159 | 242 | 153 | 183 | 142 | 257 | 485 | 320 | 273 | 220 | 239 | 259 | 131 | 219 | 357 | 402 | 430 | 356 | 9 |
| WIND | 50 | 49 | 39 | 118 | 243 | 325 | 211 | 216 | 183 | 178 | 209 | 262 | 341 | 253 | 337 | 321 | 297 | 185 | 289 | 299 | 301 | 302 | 402 | 376 | 302 | 7 |
By monster type¶
| Release | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Monster type | ||||||||||||||||||||||||||
| ? | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 3 | 2 | 0 |
| Aqua | 50 | 40 | 19 | 88 | 155 | 186 | 85 | 58 | 62 | 48 | 47 | 38 | 88 | 158 | 77 | 83 | 65 | 59 | 50 | 41 | 26 | 66 | 125 | 112 | 135 | 3 |
| Beast | 47 | 36 | 15 | 78 | 179 | 183 | 177 | 102 | 101 | 80 | 104 | 144 | 168 | 172 | 172 | 219 | 114 | 133 | 106 | 89 | 79 | 110 | 143 | 187 | 196 | 4 |
| Beast-Warrior | 20 | 18 | 15 | 37 | 79 | 83 | 67 | 44 | 51 | 34 | 52 | 49 | 58 | 88 | 225 | 136 | 60 | 106 | 127 | 57 | 98 | 88 | 73 | 62 | 77 | 2 |
| Creator God | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Cyberse | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 160 | 317 | 381 | 162 | 190 | 148 | 128 | 0 |
| Dinosaur | 15 | 12 | 4 | 21 | 36 | 50 | 39 | 66 | 43 | 32 | 27 | 29 | 65 | 63 | 84 | 51 | 11 | 19 | 82 | 34 | 87 | 23 | 30 | 48 | 127 | 2 |
| Divine-Beast | 0 | 3 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 4 | 1 | 9 | 4 | 7 | 6 | 15 | 16 | 20 | 12 | 9 | 12 | 20 | 14 | 3 | 10 | 0 |
| Dragon | 36 | 32 | 27 | 93 | 171 | 206 | 146 | 84 | 109 | 142 | 184 | 222 | 267 | 355 | 358 | 295 | 321 | 456 | 330 | 345 | 421 | 397 | 429 | 398 | 483 | 13 |
| Fairy | 30 | 19 | 16 | 56 | 129 | 196 | 135 | 131 | 177 | 132 | 76 | 110 | 218 | 158 | 146 | 254 | 187 | 174 | 261 | 214 | 170 | 177 | 257 | 231 | 282 | 5 |
| Fiend | 74 | 68 | 52 | 158 | 338 | 427 | 281 | 180 | 226 | 180 | 148 | 244 | 291 | 264 | 284 | 314 | 412 | 320 | 315 | 217 | 245 | 383 | 201 | 414 | 479 | 12 |
| Fish | 16 | 12 | 5 | 25 | 55 | 62 | 30 | 17 | 25 | 31 | 33 | 13 | 44 | 74 | 91 | 66 | 7 | 11 | 30 | 8 | 14 | 27 | 26 | 60 | 55 | 0 |
| Illusion | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 0 |
| Insect | 36 | 30 | 12 | 66 | 123 | 170 | 81 | 81 | 59 | 67 | 91 | 79 | 77 | 118 | 66 | 76 | 34 | 73 | 94 | 48 | 99 | 29 | 64 | 128 | 127 | 11 |
| Machine | 31 | 41 | 21 | 89 | 167 | 220 | 269 | 245 | 275 | 259 | 224 | 355 | 285 | 376 | 432 | 544 | 377 | 434 | 405 | 302 | 313 | 464 | 427 | 488 | 327 | 8 |
| Plant | 21 | 12 | 7 | 29 | 60 | 58 | 40 | 22 | 35 | 67 | 72 | 82 | 71 | 65 | 75 | 175 | 57 | 55 | 89 | 42 | 66 | 116 | 91 | 115 | 104 | 11 |
| Psychic | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 43 | 43 | 34 | 66 | 50 | 49 | 60 | 98 | 87 | 77 | 76 | 44 | 52 | 103 | 98 | 65 | 2 |
| Pyro | 11 | 10 | 7 | 32 | 67 | 99 | 76 | 56 | 70 | 47 | 25 | 44 | 69 | 98 | 69 | 52 | 26 | 14 | 14 | 22 | 12 | 24 | 17 | 35 | 119 | 3 |
| Reptile | 10 | 7 | 3 | 14 | 38 | 58 | 41 | 42 | 86 | 38 | 75 | 78 | 60 | 100 | 51 | 31 | 30 | 26 | 8 | 17 | 39 | 23 | 87 | 49 | 57 | 1 |
| Rock | 22 | 22 | 13 | 40 | 91 | 105 | 117 | 95 | 56 | 66 | 60 | 50 | 67 | 162 | 121 | 151 | 83 | 114 | 57 | 24 | 35 | 169 | 59 | 67 | 64 | 3 |
| Sea Serpent | 5 | 2 | 1 | 7 | 14 | 15 | 27 | 14 | 17 | 15 | 44 | 23 | 25 | 122 | 49 | 30 | 16 | 17 | 21 | 16 | 31 | 35 | 35 | 42 | 25 | 0 |
| Spellcaster | 61 | 50 | 36 | 164 | 300 | 376 | 276 | 174 | 131 | 187 | 228 | 191 | 185 | 348 | 289 | 315 | 330 | 394 | 363 | 264 | 398 | 328 | 308 | 318 | 418 | 34 |
| Thunder | 10 | 12 | 6 | 25 | 51 | 58 | 38 | 34 | 30 | 46 | 20 | 77 | 50 | 76 | 42 | 45 | 35 | 22 | 31 | 57 | 37 | 19 | 28 | 49 | 77 | 2 |
| Warrior | 71 | 77 | 53 | 176 | 375 | 448 | 368 | 359 | 356 | 348 | 318 | 298 | 540 | 672 | 552 | 580 | 439 | 455 | 320 | 375 | 306 | 309 | 348 | 506 | 539 | 6 |
| Winged Beast | 23 | 19 | 13 | 48 | 85 | 114 | 48 | 69 | 63 | 72 | 113 | 136 | 175 | 108 | 181 | 210 | 143 | 156 | 128 | 94 | 85 | 83 | 142 | 153 | 158 | 0 |
| Wyrm | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 58 | 73 | 44 | 75 | 22 | 56 | 50 | 62 | 54 | 43 | 0 |
| Zombie | 35 | 16 | 5 | 51 | 103 | 118 | 137 | 42 | 44 | 73 | 56 | 32 | 40 | 70 | 152 | 97 | 41 | 70 | 90 | 173 | 110 | 76 | 76 | 139 | 170 | 2 |
By Level/Rank¶
/opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector):
By ATK¶
/opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector):
By DEF¶
/opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector):
By pendulum scale¶
/opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector):
By link¶
/opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector): /opt/conda/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead if pd.api.types.is_categorical_dtype(vector):
Debug¶
Merge failed¶
| Name | Password | Card type | Property | Archseries | Effect type | TCG status | OCG status | Page name | Page URL | Artwork | Modification date | Errata | Attribute | Primary type | Secondary type | Monster type | DEF | Pendulum Scale | Link | Link Arrows | ATK | Level/Rank | index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1896 | Concours de Cuisine (Culinary Confrontation) | 14283055 | Spell Card | Quick-Play Spell Card | NaN | (Condition, Effect, Ignition-like Effect) | Unlimited | Unlimited | Concours de Cuisine (Culinary Confrontation) | https://yugipedia.com/wiki/Concours_de_Cuisine... | NaN | 2023-10-19 16:38:26 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | concours de cuisine (culinary confrontation) |
| 2402 | Damage = Reptile | 44584775 | Trap Card | Continuous Trap Card | NaN | (Trigger Effect,) | Unlimited | Unlimited | Damage = Reptile | https://yugipedia.com/wiki/Damage_%3D_Reptile | NaN | 2023-03-18 11:17:33 | (Any,) | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | damage = reptile |
| 6225 | Laval Token | NaN | Monster Card | NaN | (Laval,) | NaN | NaN | Legal | Laval Token | https://yugipedia.com/wiki/Laval_Token | NaN | 2023-04-05 13:06:49 | NaN | FIRE | Monster Token | NaN | Pyro | 0 | NaN | NaN | NaN | 0 | 1 | laval token |
| 9032 | Recette de Personnel (Staff Recipe) | 40551410 | Trap Card | Continuous Trap Card | (Recipe,) | (Condition, Quick-like Effect) | Unlimited | Unlimited | Recette de Personnel (Staff Recipe) | https://yugipedia.com/wiki/Recette_de_Personne... | NaN | 2023-10-05 21:16:54 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | recette de personnel (staff recipe) |
| 9033 | Recette de Poisson (Fish Recipe) | 87778106 | Spell Card | Ritual Spell Card | (Recipe,) | (Effect,) | Unlimited | Unlimited | Recette de Poisson (Fish Recipe) | https://yugipedia.com/wiki/Recette_de_Poisson_... | NaN | 2023-10-05 21:16:44 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | recette de poisson (fish recipe) |
| 9034 | Recette de Viande (Meat Recipe) | 14166715 | Spell Card | Ritual Spell Card | (Recipe,) | (Effect,) | Unlimited | Unlimited | Recette de Viande (Meat Recipe) | https://yugipedia.com/wiki/Recette_de_Viande_(... | NaN | 2023-10-05 21:16:46 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | recette de viande (meat recipe) |
| 12141 | Voici la Carte (Today's Menu) | 41773061 | Spell Card | Normal Spell Card | NaN | (Condition, Effect) | Unlimited | Unlimited | Voici la Carte (Today's Menu) | https://yugipedia.com/wiki/Voici_la_Carte_(Tod... | NaN | 2023-10-05 21:16:41 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | voici la carte (today's menu) |
| Set | Card number | Name | Rarity | Quantity | Region | Page URL | Modification date | Release | Series | Set type | Cover card | index | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1310 | Labyrinth of Nightmare | LON-E046 | Marie the Fallen One | (Rare,) | NaN | NaN | EU | https://yugipedia.com/wiki/Set_Card_Lists:Laby... | 2023-04-28 12:32:42 | 2004-03-01 | Core Booster | Booster pack | (Mask of Restrict,) | marie the fallen one |
| 1415 | Labyrinth of Nightmare | LON-046 | Marie the Fallen One | (Rare,) | NaN | NaN | NaN | https://yugipedia.com/wiki/Set_Card_Lists:Laby... | 2023-04-28 14:15:43 | 2003-03-01 | Core Booster | Booster pack | (Mask of Restrict,) | marie the fallen one |
| 1520 | Labyrinth of Nightmare | LDI-I046 | Marie the Fallen One | (Rare,) | NaN | NaN | IT | https://yugipedia.com/wiki/Set_Card_Lists:Laby... | 2023-04-28 12:39:43 | 2004-04-01 | Core Booster | Booster pack | (Mask of Restrict,) | marie the fallen one |
| 1625 | Labyrinth of Nightmare | LON-G046 | Marie the Fallen One | (Rare,) | NaN | NaN | DE | https://yugipedia.com/wiki/Set_Card_Lists:Laby... | 2023-04-28 12:41:43 | 2004-03-24 | Core Booster | Booster pack | (Mask of Restrict,) | marie the fallen one |
| 1730 | Labyrinth of Nightmare | LDC-F046 | Marie the Fallen One | (Rare,) | NaN | NaN | FR | https://yugipedia.com/wiki/Set_Card_Lists:Laby... | 2023-04-28 12:43:43 | 2004-04-15 | Core Booster | Booster pack | (Mask of Restrict,) | marie the fallen one |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 235227 | Z-one Boss Duel Deck | BD-JP025 | Z-ONE/Monster A | (Common,) | NaN | NaN | JP | https://yugipedia.com/wiki/Set_Card_Lists:Z-on... | 2023-03-15 01:58:06 | 2014-07-19 | NaN | Boss Duel Deck | NaN | z-one/monster a |
| 235228 | Z-one Boss Duel Deck | BD-JP026 | Z-ONE/Monster B | (Common,) | NaN | NaN | JP | https://yugipedia.com/wiki/Set_Card_Lists:Z-on... | 2023-03-15 01:58:06 | 2014-07-19 | NaN | Boss Duel Deck | NaN | z-one/monster b |
| 235229 | Z-one Boss Duel Deck | BD-JP027 | Z-ONE/Monster C | (Common,) | NaN | NaN | JP | https://yugipedia.com/wiki/Set_Card_Lists:Z-on... | 2023-03-15 01:58:06 | 2014-07-19 | NaN | Boss Duel Deck | NaN | z-one/monster c |
| 235230 | Z-one Boss Duel Deck | BD-JP028 | Z-ONE/Monster D | (Common,) | NaN | NaN | JP | https://yugipedia.com/wiki/Set_Card_Lists:Z-on... | 2023-03-15 01:58:06 | 2014-07-19 | NaN | Boss Duel Deck | NaN | z-one/monster d |
| 235231 | Z-one Boss Duel Deck | BD-JP029 | Z-ONE/Monster E | (Common,) | NaN | NaN | JP | https://yugipedia.com/wiki/Set_Card_Lists:Z-on... | 2023-03-15 01:58:06 | 2014-07-19 | NaN | Boss Duel Deck | NaN | z-one/monster e |
700 rows × 14 columns
Epilogue¶
Execution completed 01/11/2023 23:22 UTC
HTML export¶
Notebook saved to disk